math-modeling-skill - Mathematical Modeling Competition Expert
Analyze and solve mathematical modeling competition problems using decision patterns distilled from 139 CUMCM excellent papers.
Tags
Updated: 2026-09-23Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Decompose modeling problems and dependencies
- Classify subproblems by mathematical structure
- Retrieve structurally similar historical cases
- Compare baseline and candidate models
- Formulate objectives variables and constraints
- Design algorithm pipelines and code
- Plan validation and sensitivity analysis
- Propose ranked defensible model innovations
- Design paper outlines and abstracts
Inputs
- Mathematical modeling competition prompts
- Supplied competition data files
Outputs
- Subproblem dependency tables
- Mathematical formulations and formulas
- Modular Python or MATLAB code
- Validation and sensitivity plans
- Ranked model innovations
- Paper outlines and abstract blueprints
Requirements
- Python environment with search_cases.py script
- Knowledge base files and templates
- Python or MATLAB execution environment